{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Using Instaphyte to scrape Instagram images of English Heritage sites"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C:\\Users\\tania\\Documents\\SDS\\Thesis\\Sandbox\\EH_Instaphyte\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import time\n",
    "\n",
    "from datetime import datetime, timezone\n",
    "\n",
    "CWD = os.getcwd()\n",
    "# print(CWD)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Reading in hashtags and locations to be scraped"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "``EH_Instagram.xlsx`` lists up to five hashtags and location names (with corresponding location IDs) in separate columns for each free site, from which I create ``keyfreesite_df`` whose columns contain lists of these hashtags, location names, and location IDs."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "keyfreesite_xlsx = pd.read_excel(\"EH_Instagram.xlsx\",sheet_name=\"keyfreesite\",\n",
    "                    converters={'locationid1': np.int64, 'locationid2': np.int64,\n",
    "                          'locationid3': np.int64,'locationid4': np.int64,\n",
    "                          'locationid5': np.int64})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>keyfreesite_df</th>\n",
       "      <th>EH_name</th>\n",
       "      <th>tag1</th>\n",
       "      <th>tag2</th>\n",
       "      <th>tag3</th>\n",
       "      <th>tag4</th>\n",
       "      <th>tag5</th>\n",
       "      <th>location1</th>\n",
       "      <th>locationid1</th>\n",
       "      <th>location2</th>\n",
       "      <th>locationid2</th>\n",
       "      <th>location3</th>\n",
       "      <th>locationid3</th>\n",
       "      <th>location4</th>\n",
       "      <th>locationid4</th>\n",
       "      <th>location5</th>\n",
       "      <th>locationid5</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>appuldurcombehouse</td>\n",
       "      <td>AppuldurcombeHouse</td>\n",
       "      <td>appuldurcombehouse</td>\n",
       "      <td>appuldurcombe</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Appuldurcombe House</td>\n",
       "      <td>305532</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>belasknap</td>\n",
       "      <td>BelasKnapLongBarrow</td>\n",
       "      <td>belasknap</td>\n",
       "      <td>belasknapp</td>\n",
       "      <td>belasknaplongbarrow</td>\n",
       "      <td>belasknaplongbarrowgloucestershireengland</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Belas Knap Long Barrow</td>\n",
       "      <td>497373440775663</td>\n",
       "      <td>Belas Knap</td>\n",
       "      <td>228550224</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>binhampriory</td>\n",
       "      <td>BinhamPriory</td>\n",
       "      <td>binhampriory</td>\n",
       "      <td>binhamprioryruins</td>\n",
       "      <td>binhampriorychurch</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Binham Priory</td>\n",
       "      <td>971275658</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>burystedmundsabbeygardens</td>\n",
       "      <td>BuryStEdmundsAbbey</td>\n",
       "      <td>burystedmundsabbeygarden</td>\n",
       "      <td>burystedmundsabbeygardens</td>\n",
       "      <td>burystedmundsabbey</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Abbey Gardens</td>\n",
       "      <td>753599368361985</td>\n",
       "      <td>Abbey Gardens Bury St Edmunds</td>\n",
       "      <td>227566504401689</td>\n",
       "      <td>Bury St Edmunds Abbey</td>\n",
       "      <td>275566117</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>bylandabbey</td>\n",
       "      <td>BylandAbbey</td>\n",
       "      <td>bylandabbey</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Byland Abbey</td>\n",
       "      <td>272833761</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              keyfreesite_df              EH_name                      tag1  \\\n",
       "0         appuldurcombehouse   AppuldurcombeHouse        appuldurcombehouse   \n",
       "1                  belasknap  BelasKnapLongBarrow                 belasknap   \n",
       "2               binhampriory         BinhamPriory              binhampriory   \n",
       "3  burystedmundsabbeygardens   BuryStEdmundsAbbey  burystedmundsabbeygarden   \n",
       "4                bylandabbey          BylandAbbey               bylandabbey   \n",
       "\n",
       "                        tag2                 tag3  \\\n",
       "0              appuldurcombe                  NaN   \n",
       "1                 belasknapp  belasknaplongbarrow   \n",
       "2          binhamprioryruins   binhampriorychurch   \n",
       "3  burystedmundsabbeygardens   burystedmundsabbey   \n",
       "4                        NaN                  NaN   \n",
       "\n",
       "                                        tag4 tag5               location1  \\\n",
       "0                                        NaN  NaN     Appuldurcombe House   \n",
       "1  belasknaplongbarrowgloucestershireengland  NaN  Belas Knap Long Barrow   \n",
       "2                                        NaN  NaN           Binham Priory   \n",
       "3                                        NaN  NaN           Abbey Gardens   \n",
       "4                                        NaN  NaN            Byland Abbey   \n",
       "\n",
       "       locationid1                      location2      locationid2  \\\n",
       "0           305532                            NaN              NaN   \n",
       "1  497373440775663                     Belas Knap        228550224   \n",
       "2        971275658                            NaN              NaN   \n",
       "3  753599368361985  Abbey Gardens Bury St Edmunds  227566504401689   \n",
       "4        272833761                            NaN              NaN   \n",
       "\n",
       "               location3 locationid3 location4 locationid4 location5  \\\n",
       "0                    NaN         NaN       NaN         NaN       NaN   \n",
       "1                    NaN         NaN       NaN         NaN       NaN   \n",
       "2                    NaN         NaN       NaN         NaN       NaN   \n",
       "3  Bury St Edmunds Abbey   275566117       NaN         NaN       NaN   \n",
       "4                    NaN         NaN       NaN         NaN       NaN   \n",
       "\n",
       "  locationid5  \n",
       "0         NaN  \n",
       "1         NaN  \n",
       "2         NaN  \n",
       "3         NaN  \n",
       "4         NaN  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "keyfreesite_xlsx.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "keyfreesite_df = keyfreesite_xlsx.copy()\n",
    "keyfreesite_df['tags'] = keyfreesite_df[['tag1','tag2','tag3','tag4','tag5']].T.apply(lambda x: x.dropna().tolist())\n",
    "keyfreesite_df['locations'] = keyfreesite_df[['location1','location2','location3','location4','location5']].T.apply(lambda x: x.dropna().tolist())\n",
    "keyfreesite_df['locationids'] = keyfreesite_df[['locationid1','locationid2','locationid3','locationid4','locationid5']].T.apply(lambda x: x.dropna().tolist())\n",
    "keyfreesite_df = keyfreesite_df.drop(['tag1','tag2','tag3','tag4','tag5',\n",
    "                                     'location1','location2','location3','location4','location5',\n",
    "                                     'locationid1','locationid2','locationid3','locationid4','locationid5'],axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>keyfreesite_df</th>\n",
       "      <th>EH_name</th>\n",
       "      <th>tags</th>\n",
       "      <th>locations</th>\n",
       "      <th>locationids</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>appuldurcombehouse</td>\n",
       "      <td>AppuldurcombeHouse</td>\n",
       "      <td>[appuldurcombehouse, appuldurcombe]</td>\n",
       "      <td>[Appuldurcombe House]</td>\n",
       "      <td>[305532]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>belasknap</td>\n",
       "      <td>BelasKnapLongBarrow</td>\n",
       "      <td>[belasknap, belasknapp, belasknaplongbarrow, b...</td>\n",
       "      <td>[Belas Knap Long Barrow, Belas Knap]</td>\n",
       "      <td>[497373440775663, 228550224]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>binhampriory</td>\n",
       "      <td>BinhamPriory</td>\n",
       "      <td>[binhampriory, binhamprioryruins, binhampriory...</td>\n",
       "      <td>[Binham Priory]</td>\n",
       "      <td>[971275658]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>burystedmundsabbeygardens</td>\n",
       "      <td>BuryStEdmundsAbbey</td>\n",
       "      <td>[burystedmundsabbeygarden, burystedmundsabbeyg...</td>\n",
       "      <td>[Abbey Gardens, Abbey Gardens Bury St Edmunds,...</td>\n",
       "      <td>[753599368361985, 227566504401689, 275566117]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>bylandabbey</td>\n",
       "      <td>BylandAbbey</td>\n",
       "      <td>[bylandabbey]</td>\n",
       "      <td>[Byland Abbey]</td>\n",
       "      <td>[272833761]</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              keyfreesite_df              EH_name  \\\n",
       "0         appuldurcombehouse   AppuldurcombeHouse   \n",
       "1                  belasknap  BelasKnapLongBarrow   \n",
       "2               binhampriory         BinhamPriory   \n",
       "3  burystedmundsabbeygardens   BuryStEdmundsAbbey   \n",
       "4                bylandabbey          BylandAbbey   \n",
       "\n",
       "                                                tags  \\\n",
       "0                [appuldurcombehouse, appuldurcombe]   \n",
       "1  [belasknap, belasknapp, belasknaplongbarrow, b...   \n",
       "2  [binhampriory, binhamprioryruins, binhampriory...   \n",
       "3  [burystedmundsabbeygarden, burystedmundsabbeyg...   \n",
       "4                                      [bylandabbey]   \n",
       "\n",
       "                                           locations  \\\n",
       "0                              [Appuldurcombe House]   \n",
       "1               [Belas Knap Long Barrow, Belas Knap]   \n",
       "2                                    [Binham Priory]   \n",
       "3  [Abbey Gardens, Abbey Gardens Bury St Edmunds,...   \n",
       "4                                     [Byland Abbey]   \n",
       "\n",
       "                                     locationids  \n",
       "0                                       [305532]  \n",
       "1                   [497373440775663, 228550224]  \n",
       "2                                    [971275658]  \n",
       "3  [753599368361985, 227566504401689, 275566117]  \n",
       "4                                    [272833761]  "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "keyfreesite_df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Make directories for each ``EH_name``, with subdirectories for each ``tag`` and ``locationid``:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "if not os.path.exists(os.path.join(CWD,\"keyfreesite\")):\n",
    "    os.mkdir(os.path.join(CWD,\"keyfreesite\"))\n",
    "for _, row in keyfreesite_df.iterrows():\n",
    "    directory = os.path.join(CWD,\"keyfreesite\",row['EH_name'])\n",
    "    if not os.path.exists(directory):\n",
    "        os.mkdir(directory)\n",
    "    for tag in row['tags']:\n",
    "        subdirectory = os.path.join(CWD,\"keyfreesite\",row['EH_name'],tag)\n",
    "        if not os.path.exists(subdirectory):\n",
    "            os.mkdir(subdirectory)\n",
    "    for locationid in row['locationids']:\n",
    "        subdirectory = os.path.join(CWD,\"keyfreesite\",row['EH_name'],str(locationid))\n",
    "        if not os.path.exists(subdirectory):\n",
    "            os.mkdir(subdirectory)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Scraping with Instaphyte"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Test on ``#maidencastle``:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "downloaddir = os.path.join(CWD,\"keyfreesite\",\"MaidenCastle\",\"maidencastle\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "!instaphyte hashtag maidencastle -d --downdir {downloaddir} --filetype csv --silent"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Run for all tags and locations:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2019-05-07 10:57:21.591805 - start appuldurcombehouse\n",
      "2019-05-07 11:00:54.420548 - finish appuldurcombehouse in 0:03:32.828743\n",
      "2019-05-07 11:00:55.421402 - start appuldurcombe\n",
      "2019-05-07 11:02:48.694741 - finish appuldurcombe in 0:01:53.273339\n",
      "2019-05-07 11:02:49.695623 - start 305532\n",
      "2019-05-07 11:10:02.096847 - finish 305532 in 0:07:12.401224\n",
      "2019-05-07 11:10:03.097338 - start belasknap\n",
      "2019-05-07 11:13:28.910813 - finish belasknap in 0:03:25.813475\n",
      "2019-05-07 11:13:29.911782 - start belasknapp\n",
      "2019-05-07 11:13:31.709457 - finish belasknapp in 0:00:01.797675\n",
      "2019-05-07 11:13:32.709617 - start belasknaplongbarrow\n",
      "2019-05-07 11:13:34.739717 - finish belasknaplongbarrow in 0:00:02.030100\n",
      "2019-05-07 11:13:35.739896 - start belasknaplongbarrowgloucestershireengland\n",
      "2019-05-07 11:13:37.232447 - finish belasknaplongbarrowgloucestershireengland in 0:00:01.492551\n",
      "2019-05-07 11:13:38.233456 - start 497373440775663\n",
      "2019-05-07 11:13:58.283636 - finish 497373440775663 in 0:00:20.050180\n",
      "2019-05-07 11:13:59.283982 - start 228550224\n",
      "2019-05-07 11:18:56.578222 - finish 228550224 in 0:04:57.294240\n",
      "2019-05-07 11:18:57.579435 - start binhampriory\n",
      "2019-05-07 11:22:54.207313 - finish binhampriory in 0:03:56.627878\n",
      "2019-05-07 11:22:55.208044 - start binhamprioryruins\n",
      "2019-05-07 11:22:57.047599 - finish binhamprioryruins in 0:00:01.839555\n",
      "2019-05-07 11:22:58.047991 - start binhampriorychurch\n",
      "2019-05-07 11:22:59.525729 - finish binhampriorychurch in 0:00:01.477738\n",
      "2019-05-07 11:23:00.527154 - start 971275658\n",
      "2019-05-07 11:28:04.154532 - finish 971275658 in 0:05:03.627378\n",
      "2019-05-07 11:28:05.154816 - start burystedmundsabbeygarden\n",
      "2019-05-07 11:28:06.959402 - finish burystedmundsabbeygarden in 0:00:01.804586\n",
      "2019-05-07 11:28:07.960339 - start burystedmundsabbeygardens\n",
      "2019-05-07 11:28:09.742070 - finish burystedmundsabbeygardens in 0:00:01.781731\n",
      "2019-05-07 11:28:10.742250 - start burystedmundsabbey\n",
      "2019-05-07 11:30:27.380220 - finish burystedmundsabbey in 0:02:16.637970\n",
      "2019-05-07 11:30:28.380789 - start 753599368361985\n",
      "2019-05-07 11:40:52.583198 - finish 753599368361985 in 0:10:24.202409\n",
      "2019-05-07 11:40:53.583520 - start 227566504401689\n",
      "2019-05-07 11:42:34.290768 - finish 227566504401689 in 0:01:40.707248\n",
      "2019-05-07 11:42:35.292192 - start 275566117\n",
      "2019-05-07 12:15:07.218938 - finish 275566117 in 0:32:31.926746\n",
      "2019-05-07 12:15:08.219805 - start bylandabbey\n",
      "2019-05-07 12:25:20.812009 - finish bylandabbey in 0:10:12.592204\n",
      "2019-05-07 12:25:21.812195 - start 272833761\n",
      "2019-05-07 12:29:08.870064 - finish 272833761 in 0:03:47.057869\n",
      "2019-05-07 12:29:09.870854 - start carneuny\n",
      "2019-05-07 12:32:27.072255 - finish carneuny in 0:03:17.201401\n",
      "2019-05-07 12:32:28.075664 - start carneunyancientvillage\n",
      "2019-05-07 12:32:31.375637 - finish carneunyancientvillage in 0:00:03.299973\n",
      "2019-05-07 12:32:32.378679 - start castleriggstonecircle\n",
      "2019-05-07 13:01:31.310862 - finish castleriggstonecircle in 0:28:58.932183\n",
      "2019-05-07 13:01:32.322216 - start castlerigg\n",
      "502 Server Error: Bad Gateway for url: https://www.instagram.com/explore/tags/castlerigg?__a=1&max_id=QVFDbkFwQjBsdmhtODRjUExidXhDMU90Nm9TSWxuMWpsZ0pxVzVUczBaX2xiLUZkcXdqYUVwS1pGSXBwdEdlM2ZxOUY0a0tCRHBQRHhDcmc4ekhQMVV1VA==\n",
      "<!DOCTYPE html>\n",
      "<html lang=\"en\" id=\"facebook\">\n",
      "  <head>\n",
      "    <title>Facebook | Error</title>\n",
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      "    <meta http-equiv=\"cache-control\" content=\"no-cache\">\n",
      "    <meta http-equiv=\"cache-control\" content=\"no-store\">\n",
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      "    <meta http-equiv=\"pragma\" content=\"no-cache\">\n",
      "    <meta name=\"robots\" content=\"noindex,nofollow\">\n",
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      "        We're working on it and we'll get it fixed as soon as we can.\n",
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      "      <p id=\"back-link\">\n",
      "        <a id=\"back\" href=\"//www.facebook.com/\">Go Back</a>\n",
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      "      <div id=\"footer\">\n",
      "        Facebook\n",
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      "  </body>\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request successful\n",
      "2019-05-07 13:36:00.253268 - finish castlerigg in 0:34:27.931052\n",
      "2019-05-07 13:36:01.253601 - start castleriggstones\n",
      "2019-05-07 13:36:03.398834 - finish castleriggstones in 0:00:02.145233\n",
      "2019-05-07 13:36:04.399194 - start castleriggstonecirle\n",
      "2019-05-07 13:36:06.094624 - finish castleriggstonecirle in 0:00:01.695430\n",
      "2019-05-07 13:36:07.094644 - start castleriggstone\n",
      "2019-05-07 13:36:08.585422 - finish castleriggstone in 0:00:01.490778\n",
      "2019-05-07 13:36:09.585735 - start 228314424\n",
      "(\"Connection broken: ConnectionResetError(10054, 'An existing connection was forcibly closed by the remote host', None, 10054, None)\", ConnectionResetError(10054, 'An existing connection was forcibly closed by the remote host', None, 10054, None))\n",
      "Retrying in 10 seconds\n",
      "New request successful\n",
      "2019-05-07 14:26:00.049651 - finish 228314424 in 0:49:50.463916\n",
      "2019-05-07 14:26:01.049923 - start chichelecollege\n",
      "2019-05-07 14:26:02.870022 - finish chichelecollege in 0:00:01.820099\n",
      "2019-05-07 14:26:03.870346 - start 528465557646315\n",
      "2019-05-07 14:26:08.743951 - finish 528465557646315 in 0:00:04.873605\n",
      "2019-05-07 14:26:09.745825 - start cirencesteramphitheatre\n",
      "2019-05-07 14:26:12.074433 - finish cirencesteramphitheatre in 0:00:02.328608\n",
      "2019-05-07 14:26:13.075292 - start 259607763\n",
      "2019-05-07 14:28:48.483573 - finish 259607763 in 0:02:35.408281\n",
      "2019-05-07 14:28:49.484268 - start 491719073\n",
      "2019-05-07 14:28:54.472786 - finish 491719073 in 0:00:04.988518\n",
      "2019-05-07 14:28:55.472952 - start cluncastle\n",
      "2019-05-07 14:34:31.066686 - finish cluncastle in 0:05:35.593734\n",
      "2019-05-07 14:34:32.067399 - start 919722011\n",
      "2019-05-07 14:38:27.718341 - finish 919722011 in 0:03:55.650942\n",
      "2019-05-07 14:38:28.719430 - start hadrianswall\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFDZGkzMEJyLWVHa2cwRFI2dkFIU2R2Z0VYNHoteFJmd2Q4Vk9HSTBUZW8xc0ZmU3Vaa2pzbGdkM2VVQXVSaTYta0RsemZWU2JlMk1QSVljRE5PYURNQg%3D%3D\n",
      "<html>\n",
      "<head>\n",
      "<title>5xx Server Error</title>\n",
      "</head>\n",
      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request failed\n",
      "Retrying in 20 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFCdzJnbHgzYVlNQy1HRndPNm16cmFTSFBtcWJWWXVpZDdsc0dQV0tJUVVtdnBmSlZ4WTJib2ZPM0E5dVQ2WFdHVkFYYUpwS1lOeW1qZWUtRTVsMGxuZg%3D%3D\n",
      "<html>\n",
      "<head>\n",
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      "</head>\n",
      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFBLTNpRDNZMWwzYnJydmRacEllMVJ1bE1UaDBubDVtbzZGUl9VUENFVEYxQkxpendRWC1iS01nTzhWU29IN01KUnJGY0hVM1IyMzd3SDk5aDdodzc1OQ%3D%3D\n",
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      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFCYUt6cFFkcS1wTmxBQzBMazdtTUtCVzNTMEZfVDhmNkV1WGt0a1hMbmlLdzVENmI4TFNBMmt4eTVLb1Z4X1VzeVJ3aXl0WFQ2dmlQcTFsLUhuODk3dw%3D%3D\n",
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      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request failed\n",
      "Retrying in 20 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFDLVVnZ0lTZkxQS2tSN21zY1VjbDFUcXlHYzBsNEVEeEdNZk8teGtfeXo0Qng5OUNmdnFIbHA1cF9tU2NqbkZQM2hwTEYzRG91ZlI0aW1xZGxuaEVRdw%3D%3D\n",
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      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFEeWZZYU0zSmxPTExRVlFRVjR0MDlIRHgwMTVYZjhqakNKMWN3TVdoelBHYmhjNFRfamZ3ZVl0VzBfYmNUVjRSY1JKcTJTb1BxMHJnWkg0ZEk1U3RTYQ%3D%3D\n",
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      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request failed\n",
      "Retrying in 20 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFDazlHN09QNkt1QmdYVzJJSnFYYlNsYko1VlR5eVJfQmIzSWl2WS05b0trSkQ3MUYwd0xBelJRbjNUNXlRc1FjWVRCLUZ2cTB0SE5qS2Y1VWRNVjZESg%3D%3D\n",
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      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFBeXQyamwzRXkzQmJLWnFRMmN0ZlVqQ2hQWHZCbXp1MlNWT1BLU185T0RBY0YyMU52RFVCWmxWOTZDOUM1dnpMWHBJenJiSHlhNEt4bDM0WGJTY2ZkYg%3D%3D\n",
      "<html>\n",
      "<head>\n",
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      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request failed\n",
      "Retrying in 20 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFBcW5JYjBrSkpxVzZNY2pLQkNWSl9YSkh2TFFyWHp0NkFMX2lBUm1TMFlXQ3MzVVcySG9TbUJrb3BkcGNMYjlVdmVkcVROek05TVMxdkwwd1FtZU5GVQ%3D%3D\n",
      "<html>\n",
      "<head>\n",
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      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request failed\n",
      "Retrying in 20 seconds\n",
      "New request failed\n",
      "Retrying in 30 seconds\n",
      "New request failed\n",
      "Retrying in 40 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFETUtTaTJSbUJ4aVdHeHRBVEhvYk14YkZRbnBVR0poTmZMMXcyZ2cxcEdCSHRweUZUVEpMNWwyZG1xa3pyaGwtLXhwXzVvUjNDZ0RaR05tVFpBNkQ4UA%3D%3D\n",
      "<html>\n",
      "<head>\n",
      "<title>5xx Server Error</title>\n",
      "</head>\n",
      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request failed\n",
      "Retrying in 20 seconds\n",
      "New request failed\n",
      "Retrying in 30 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFDZjNER1pLNUEydEwtSkVRM2lpMjZja0ppRWJfVnlZT29uUUxfVzBMeWRzazZvR0c2WUpUQ1pmb29oZG03cTZpT2pNdGdQMXBFM1hQU1RNYjg4bWVCMw%3D%3D\n",
      "<html>\n",
      "<head>\n",
      "<title>5xx Server Error</title>\n",
      "</head>\n",
      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request failed\n",
      "Retrying in 20 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFDd1M3Y2NzdS1UaVFuTlFtV05IRWpSVDdhQ3F3NS1kS1JzTEx3b3IxNkFReGVKMWlKYkVQdGhOTnhDT3dyQnlDX2FramZHYk9OWERoQktORlMwdktiNA%3D%3D\n",
      "<html>\n",
      "<head>\n",
      "<title>5xx Server Error</title>\n",
      "</head>\n",
      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request failed\n",
      "Retrying in 20 seconds\n",
      "New request failed\n",
      "Retrying in 30 seconds\n",
      "New request failed\n",
      "Retrying in 40 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFEQkhEc3ZFYjBQMEQwVXhkVnZuQ2t6LWY1OHFTdkd5VHY4RVg3T0tJUTNuVVlmRzBRRndNUnpMcEQxZ3cteXAtZmNrSHdjc3FaM1JTMnN5WkdXZW03bg%3D%3D\n",
      "<html>\n",
      "<head>\n",
      "<title>5xx Server Error</title>\n",
      "</head>\n",
      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request failed\n",
      "Retrying in 20 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFCcGtvNUp1VnpLQmxZYl96N1J1dU5nSGFZZHBhU1BGMS1nYVktTnQ0WHlTQU8xQnRscWRlXzh5Z0hGbWF2bThITHpMX25oSVBPNFY4MXJ6NjBqZ21ZYg%3D%3D\n",
      "<html>\n",
      "<head>\n",
      "<title>5xx Server Error</title>\n",
      "</head>\n",
      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFBc2Q4QVAtZkh5TXNGUm1hc3pmSHF5RElMRU5jdkMwWjc2SGRaSDdfYUlGLUxqVzFMd3lvZTdXU3ktZDRuLUtESUlKbTBiS0hWOWlnYXFRakljSWVkVQ%3D%3D\n",
      "<html>\n",
      "<head>\n",
      "<title>5xx Server Error</title>\n",
      "</head>\n",
      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request failed\n",
      "Retrying in 20 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFDXzEzdEdxcmExY1pDUTZVZ09lRk1DV1ZZTWR0ZWVYNkNiSTNIWlJWckc2VkRYX3gzNFRBSVRCdGF5WWVxVkoyTmI0dE50WkxybWNFOUh2R0lLUkxVYw%3D%3D\n",
      "<html>\n",
      "<head>\n",
      "<title>5xx Server Error</title>\n",
      "</head>\n",
      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswall?__a=1&max_id=QVFBMTBxcDRRVlVoM1BLaGJDUHdwZGFzZEs1dldVVVl3alV1blZNRFZRcUx5VEwwZjNlOUg4c1FxRnEzd20xYUd4RUF3cFFyb0ZCVHU1YU9VWXZhWjdDbA%3D%3D\n",
      "<html>\n",
      "<head>\n",
      "<title>5xx Server Error</title>\n",
      "</head>\n",
      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request successful\n",
      "2019-05-07 21:35:54.337211 - finish hadrianswall in 6:57:25.617781\n",
      "2019-05-07 21:35:55.338569 - start hadrianswallpath\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswallpath?__a=1\n",
      "<html>\n",
      "<head>\n",
      "<title>5xx Server Error</title>\n",
      "</head>\n",
      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswallpath?__a=1&max_id=QVFEdHJmNmNsV2x6TThtdEtaazlvZUZhT0FWb3dIYkQ1WnRZSDBxRkdwOUx6bDVKZFpKM0JiT1VtS3Q4aHlidzR3anloSkVSYnZIWE9rbHZZdW5lMFlHZA%3D%3D\n",
      "<html>\n",
      "<head>\n",
      "<title>5xx Server Error</title>\n",
      "</head>\n",
      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request failed\n",
      "Retrying in 20 seconds\n",
      "New request successful\n",
      "503 Server Error: No server is available for the request for url: https://instagram.com/explore/tags/hadrianswallpath?__a=1&max_id=QVFCUXZ3bmV2aFFveU0xdl82aVVNa2tFN1haWnk4SFFjRlltcWFTU2JVMEZaVnNKbVpRdlZxY0xzTVJRcGI0SzlYVFU2TWtYQ1dRZ1lSMUxkTzVvWmFJUg%3D%3D\n",
      "<html>\n",
      "<head>\n",
      "<title>5xx Server Error</title>\n",
      "</head>\n",
      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request failed\n",
      "Retrying in 20 seconds\n",
      "New request successful\n",
      "503 Server Error: Service Unavailable for url: https://www.instagram.com/explore/tags/hadrianswallpath/?__a=1&max_id=QVFDTUdjT240cXN3dnNna2o0YW9vSTRxd2tRV3o0WmJvZ2ZyWldEQmI1Xy1DWHFhcW1SbjlacVpNSVZ0QmZBcXNmT0dka1B1RFBxb1VSVHRBQXhzYzdOXw==\n",
      "<!DOCTYPE html>\n",
      "<html lang=\"en\" id=\"facebook\">\n",
      "  <head>\n",
      "    <title>Facebook | Error</title>\n",
      "    <meta charset=\"utf-8\">\n",
      "    <meta http-equiv=\"cache-control\" content=\"no-cache\">\n",
      "    <meta http-equiv=\"cache-control\" content=\"no-store\">\n",
      "    <meta http-equiv=\"cache-control\" content=\"max-age=0\">\n",
      "    <meta http-equiv=\"expires\" content=\"-1\">\n",
      "    <meta http-equiv=\"pragma\" content=\"no-cache\">\n",
      "    <meta name=\"robots\" content=\"noindex,nofollow\">\n",
      "    <style>\n",
      "      html, body {\n",
      "        color: #141823;\n",
      "        background-color: #e9eaed;\n",
      "        font-family: Helvetica, Lucida Grande, Arial,\n",
      "                     Tahoma, Verdana, sans-serif;\n",
      "        margin: 0;\n",
      "        padding: 0;\n",
      "        text-align: center;\n",
      "      }\n",
      "\n",
      "      #header {\n",
      "        height: 30px;\n",
      "        padding-bottom: 10px;\n",
      "        padding-top: 10px;\n",
      "        text-align: center;\n",
      "      }\n",
      "\n",
      "      #icon {\n",
      "        width: 30px;\n",
      "      }\n",
      "\n",
      "      h1 {\n",
      "        font-size: 18px;\n",
      "      }\n",
      "\n",
      "      p {\n",
      "        font-size: 13px;\n",
      "      }\n",
      "\n",
      "      #footer {\n",
      "        border-top: 1px solid #ddd;\n",
      "        color: #9197a3;\n",
      "        font-size: 12px;\n",
      "        padding: 5px 8px 6px 0;\n",
      "      }\n",
      "    </style>\n",
      "  </head>\n",
      "  <body>\n",
      "    <div id=\"header\">\n",
      "      <a href=\"//www.facebook.com/\">\n",
      "        <img id=\"icon\" src=\"//static.facebook.com/images/logos/facebook_2x.png\" />\n",
      "      </a>\n",
      "    </div>\n",
      "    <div id=\"core\">\n",
      "      <h1 id=\"sorry\">Sorry, something went wrong.</h1>\n",
      "      <p id=\"promise\">\n",
      "        We're working on it and we'll get it fixed as soon as we can.\n",
      "      </p>\n",
      "      <p id=\"back-link\">\n",
      "        <a id=\"back\" href=\"//www.facebook.com/\">Go Back</a>\n",
      "      </p>\n",
      "      <div id=\"footer\">\n",
      "        Facebook\n",
      "        <span id=\"copyright\">\n",
      "          &copy; 2019\n",
      "        </span>\n",
      "        <span id=\"help-link\">\n",
      "          &#183;\n",
      "          <a id=\"help\" href=\"//www.facebook.com/help/\">Help Center</a>\n",
      "        </span>\n",
      "      </div>\n",
      "    </div>\n",
      "    <script>\n",
      "      document.getElementById('back').onclick = function() {\n",
      "        if (history.length > 1) {\n",
      "          history.back();\n",
      "          return false;\n",
      "        }\n",
      "      };\n",
      "\n",
      "      // Adjust the display based on the window size\n",
      "      if (window.innerHeight < 80 || window.innerWidth < 80) {\n",
      "        // Blank if window is too small\n",
      "        document.body.style.display = 'none';\n",
      "      };\n",
      "      if (window.innerWidth < 200 || window.innerHeight < 150) {\n",
      "        document.getElementById('back-link').style.display = 'none';\n",
      "        document.getElementById('help-link').style.display = 'none';\n",
      "      };\n",
      "      if (window.innerWidth < 200) {\n",
      "        document.getElementById('sorry').style.fontSize = '16px';\n",
      "      };\n",
      "      if (window.innerWidth < 150) {\n",
      "        document.getElementById('promise').style.display = 'none';\n",
      "      };\n",
      "      if (window.innerHeight < 150) {\n",
      "        document.getElementById('sorry').style.margin = '4px 0 0 0';\n",
      "        document.getElementById('sorry').style.fontSize = '14px';\n",
      "        document.getElementById('promise').style.display = 'none';\n",
      "      };\n",
      "    </script>\n",
      "  </body>\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request successful\n",
      "503 Server Error: Service Unavailable for url: https://www.instagram.com/explore/tags/hadrianswallpath?__a=1&max_id=QVFDWHBvMGF6UlRFYkw0OTMwRXFmUG81QlBBRXAyb3J0YWlKNEF0Vkg4UDlxSmxMQ2dCbUY2V3NZcllpWTZ0YkdMNXMxQmp3clNENEJ5Nm1YU3l1Nng3Xw==\n",
      "<!DOCTYPE html>\n",
      "<html lang=\"en\" id=\"facebook\">\n",
      "  <head>\n",
      "    <title>Facebook | Error</title>\n",
      "    <meta charset=\"utf-8\">\n",
      "    <meta http-equiv=\"cache-control\" content=\"no-cache\">\n",
      "    <meta http-equiv=\"cache-control\" content=\"no-store\">\n",
      "    <meta http-equiv=\"cache-control\" content=\"max-age=0\">\n",
      "    <meta http-equiv=\"expires\" content=\"-1\">\n",
      "    <meta http-equiv=\"pragma\" content=\"no-cache\">\n",
      "    <meta name=\"robots\" content=\"noindex,nofollow\">\n",
      "    <style>\n",
      "      html, body {\n",
      "        color: #141823;\n",
      "        background-color: #e9eaed;\n",
      "        font-family: Helvetica, Lucida Grande, Arial,\n",
      "                     Tahoma, Verdana, sans-serif;\n",
      "        margin: 0;\n",
      "        padding: 0;\n",
      "        text-align: center;\n",
      "      }\n",
      "\n",
      "      #header {\n",
      "        height: 30px;\n",
      "        padding-bottom: 10px;\n",
      "        padding-top: 10px;\n",
      "        text-align: center;\n",
      "      }\n",
      "\n",
      "      #icon {\n",
      "        width: 30px;\n",
      "      }\n",
      "\n",
      "      h1 {\n",
      "        font-size: 18px;\n",
      "      }\n",
      "\n",
      "      p {\n",
      "        font-size: 13px;\n",
      "      }\n",
      "\n",
      "      #footer {\n",
      "        border-top: 1px solid #ddd;\n",
      "        color: #9197a3;\n",
      "        font-size: 12px;\n",
      "        padding: 5px 8px 6px 0;\n",
      "      }\n",
      "    </style>\n",
      "  </head>\n",
      "  <body>\n",
      "    <div id=\"header\">\n",
      "      <a href=\"//www.facebook.com/\">\n",
      "        <img id=\"icon\" src=\"//static.facebook.com/images/logos/facebook_2x.png\" />\n",
      "      </a>\n",
      "    </div>\n",
      "    <div id=\"core\">\n",
      "      <h1 id=\"sorry\">Sorry, something went wrong.</h1>\n",
      "      <p id=\"promise\">\n",
      "        We're working on it and we'll get it fixed as soon as we can.\n",
      "      </p>\n",
      "      <p id=\"back-link\">\n",
      "        <a id=\"back\" href=\"//www.facebook.com/\">Go Back</a>\n",
      "      </p>\n",
      "      <div id=\"footer\">\n",
      "        Facebook\n",
      "        <span id=\"copyright\">\n",
      "          &copy; 2019\n",
      "        </span>\n",
      "        <span id=\"help-link\">\n",
      "          &#183;\n",
      "          <a id=\"help\" href=\"//www.facebook.com/help/\">Help Center</a>\n",
      "        </span>\n",
      "      </div>\n",
      "    </div>\n",
      "    <script>\n",
      "      document.getElementById('back').onclick = function() {\n",
      "        if (history.length > 1) {\n",
      "          history.back();\n",
      "          return false;\n",
      "        }\n",
      "      };\n",
      "\n",
      "      // Adjust the display based on the window size\n",
      "      if (window.innerHeight < 80 || window.innerWidth < 80) {\n",
      "        // Blank if window is too small\n",
      "        document.body.style.display = 'none';\n",
      "      };\n",
      "      if (window.innerWidth < 200 || window.innerHeight < 150) {\n",
      "        document.getElementById('back-link').style.display = 'none';\n",
      "        document.getElementById('help-link').style.display = 'none';\n",
      "      };\n",
      "      if (window.innerWidth < 200) {\n",
      "        document.getElementById('sorry').style.fontSize = '16px';\n",
      "      };\n",
      "      if (window.innerWidth < 150) {\n",
      "        document.getElementById('promise').style.display = 'none';\n",
      "      };\n",
      "      if (window.innerHeight < 150) {\n",
      "        document.getElementById('sorry').style.margin = '4px 0 0 0';\n",
      "        document.getElementById('sorry').style.fontSize = '14px';\n",
      "        document.getElementById('promise').style.display = 'none';\n",
      "      };\n",
      "    </script>\n",
      "  </body>\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request successful\n",
      "2019-05-07 22:07:18.553369 - finish hadrianswallpath in 0:31:23.214800\n",
      "2019-05-07 22:07:19.555704 - start 798077803\n",
      "503 Server Error: Service Unavailable for url: https://instagram.com/explore/locations/798077803?__a=1&max_id=2021930762194213879\n",
      "<!DOCTYPE html>\n",
      "<html lang=\"en\" id=\"facebook\">\n",
      "  <head>\n",
      "    <title>Facebook | Error</title>\n",
      "    <meta charset=\"utf-8\">\n",
      "    <meta http-equiv=\"cache-control\" content=\"no-cache\">\n",
      "    <meta http-equiv=\"cache-control\" content=\"no-store\">\n",
      "    <meta http-equiv=\"cache-control\" content=\"max-age=0\">\n",
      "    <meta http-equiv=\"expires\" content=\"-1\">\n",
      "    <meta http-equiv=\"pragma\" content=\"no-cache\">\n",
      "    <meta name=\"robots\" content=\"noindex,nofollow\">\n",
      "    <style>\n",
      "      html, body {\n",
      "        color: #141823;\n",
      "        background-color: #e9eaed;\n",
      "        font-family: Helvetica, Lucida Grande, Arial,\n",
      "                     Tahoma, Verdana, sans-serif;\n",
      "        margin: 0;\n",
      "        padding: 0;\n",
      "        text-align: center;\n",
      "      }\n",
      "\n",
      "      #header {\n",
      "        height: 30px;\n",
      "        padding-bottom: 10px;\n",
      "        padding-top: 10px;\n",
      "        text-align: center;\n",
      "      }\n",
      "\n",
      "      #icon {\n",
      "        width: 30px;\n",
      "      }\n",
      "\n",
      "      h1 {\n",
      "        font-size: 18px;\n",
      "      }\n",
      "\n",
      "      p {\n",
      "        font-size: 13px;\n",
      "      }\n",
      "\n",
      "      #footer {\n",
      "        border-top: 1px solid #ddd;\n",
      "        color: #9197a3;\n",
      "        font-size: 12px;\n",
      "        padding: 5px 8px 6px 0;\n",
      "      }\n",
      "    </style>\n",
      "  </head>\n",
      "  <body>\n",
      "    <div id=\"header\">\n",
      "      <a href=\"//www.facebook.com/\">\n",
      "        <img id=\"icon\" src=\"//static.facebook.com/images/logos/facebook_2x.png\" />\n",
      "      </a>\n",
      "    </div>\n",
      "    <div id=\"core\">\n",
      "      <h1 id=\"sorry\">Sorry, something went wrong.</h1>\n",
      "      <p id=\"promise\">\n",
      "        We're working on it and we'll get it fixed as soon as we can.\n",
      "      </p>\n",
      "      <p id=\"back-link\">\n",
      "        <a id=\"back\" href=\"//www.facebook.com/\">Go Back</a>\n",
      "      </p>\n",
      "      <div id=\"footer\">\n",
      "        Facebook\n",
      "        <span id=\"copyright\">\n",
      "          &copy; 2019\n",
      "        </span>\n",
      "        <span id=\"help-link\">\n",
      "          &#183;\n",
      "          <a id=\"help\" href=\"//www.facebook.com/help/\">Help Center</a>\n",
      "        </span>\n",
      "      </div>\n",
      "    </div>\n",
      "    <script>\n",
      "      document.getElementById('back').onclick = function() {\n",
      "        if (history.length > 1) {\n",
      "          history.back();\n",
      "          return false;\n",
      "        }\n",
      "      };\n",
      "\n",
      "      // Adjust the display based on the window size\n",
      "      if (window.innerHeight < 80 || window.innerWidth < 80) {\n",
      "        // Blank if window is too small\n",
      "        document.body.style.display = 'none';\n",
      "      };\n",
      "      if (window.innerWidth < 200 || window.innerHeight < 150) {\n",
      "        document.getElementById('back-link').style.display = 'none';\n",
      "        document.getElementById('help-link').style.display = 'none';\n",
      "      };\n",
      "      if (window.innerWidth < 200) {\n",
      "        document.getElementById('sorry').style.fontSize = '16px';\n",
      "      };\n",
      "      if (window.innerWidth < 150) {\n",
      "        document.getElementById('promise').style.display = 'none';\n",
      "      };\n",
      "      if (window.innerHeight < 150) {\n",
      "        document.getElementById('sorry').style.margin = '4px 0 0 0';\n",
      "        document.getElementById('sorry').style.fontSize = '14px';\n",
      "        document.getElementById('promise').style.display = 'none';\n",
      "      };\n",
      "    </script>\n",
      "  </body>\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request successful\n",
      "503 Server Error: Service Unavailable for url: https://www.instagram.com/explore/locations/798077803?__a=1&max_id=2017717403882241557\n",
      "<!DOCTYPE html>\n",
      "<html lang=\"en\" id=\"facebook\">\n",
      "  <head>\n",
      "    <title>Facebook | Error</title>\n",
      "    <meta charset=\"utf-8\">\n",
      "    <meta http-equiv=\"cache-control\" content=\"no-cache\">\n",
      "    <meta http-equiv=\"cache-control\" content=\"no-store\">\n",
      "    <meta http-equiv=\"cache-control\" content=\"max-age=0\">\n",
      "    <meta http-equiv=\"expires\" content=\"-1\">\n",
      "    <meta http-equiv=\"pragma\" content=\"no-cache\">\n",
      "    <meta name=\"robots\" content=\"noindex,nofollow\">\n",
      "    <style>\n",
      "      html, body {\n",
      "        color: #141823;\n",
      "        background-color: #e9eaed;\n",
      "        font-family: Helvetica, Lucida Grande, Arial,\n",
      "                     Tahoma, Verdana, sans-serif;\n",
      "        margin: 0;\n",
      "        padding: 0;\n",
      "        text-align: center;\n",
      "      }\n",
      "\n",
      "      #header {\n",
      "        height: 30px;\n",
      "        padding-bottom: 10px;\n",
      "        padding-top: 10px;\n",
      "        text-align: center;\n",
      "      }\n",
      "\n",
      "      #icon {\n",
      "        width: 30px;\n",
      "      }\n",
      "\n",
      "      h1 {\n",
      "        font-size: 18px;\n",
      "      }\n",
      "\n",
      "      p {\n",
      "        font-size: 13px;\n",
      "      }\n",
      "\n",
      "      #footer {\n",
      "        border-top: 1px solid #ddd;\n",
      "        color: #9197a3;\n",
      "        font-size: 12px;\n",
      "        padding: 5px 8px 6px 0;\n",
      "      }\n",
      "    </style>\n",
      "  </head>\n",
      "  <body>\n",
      "    <div id=\"header\">\n",
      "      <a href=\"//www.facebook.com/\">\n",
      "        <img id=\"icon\" src=\"//static.facebook.com/images/logos/facebook_2x.png\" />\n",
      "      </a>\n",
      "    </div>\n",
      "    <div id=\"core\">\n",
      "      <h1 id=\"sorry\">Sorry, something went wrong.</h1>\n",
      "      <p id=\"promise\">\n",
      "        We're working on it and we'll get it fixed as soon as we can.\n",
      "      </p>\n",
      "      <p id=\"back-link\">\n",
      "        <a id=\"back\" href=\"//www.facebook.com/\">Go Back</a>\n",
      "      </p>\n",
      "      <div id=\"footer\">\n",
      "        Facebook\n",
      "        <span id=\"copyright\">\n",
      "          &copy; 2019\n",
      "        </span>\n",
      "        <span id=\"help-link\">\n",
      "          &#183;\n",
      "          <a id=\"help\" href=\"//www.facebook.com/help/\">Help Center</a>\n",
      "        </span>\n",
      "      </div>\n",
      "    </div>\n",
      "    <script>\n",
      "      document.getElementById('back').onclick = function() {\n",
      "        if (history.length > 1) {\n",
      "          history.back();\n",
      "          return false;\n",
      "        }\n",
      "      };\n",
      "\n",
      "      // Adjust the display based on the window size\n",
      "      if (window.innerHeight < 80 || window.innerWidth < 80) {\n",
      "        // Blank if window is too small\n",
      "        document.body.style.display = 'none';\n",
      "      };\n",
      "      if (window.innerWidth < 200 || window.innerHeight < 150) {\n",
      "        document.getElementById('back-link').style.display = 'none';\n",
      "        document.getElementById('help-link').style.display = 'none';\n",
      "      };\n",
      "      if (window.innerWidth < 200) {\n",
      "        document.getElementById('sorry').style.fontSize = '16px';\n",
      "      };\n",
      "      if (window.innerWidth < 150) {\n",
      "        document.getElementById('promise').style.display = 'none';\n",
      "      };\n",
      "      if (window.innerHeight < 150) {\n",
      "        document.getElementById('sorry').style.margin = '4px 0 0 0';\n",
      "        document.getElementById('sorry').style.fontSize = '14px';\n",
      "        document.getElementById('promise').style.display = 'none';\n",
      "      };\n",
      "    </script>\n",
      "  </body>\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request successful\n",
      "502 Server Error: Error with server connection for url: https://www.instagram.com/explore/locations/798077803/?__a=1&max_id=2016788194468815492\n",
      "<html>\n",
      "<head>\n",
      "<title>5xx Server Error</title>\n",
      "</head>\n",
      "\n",
      "<body>\n",
      "<h1>5xx Server Error</h1>\n",
      "</body>\n",
      "\n",
      "</html>\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request successful\n",
      "503 Server Error: Service Unavailable for url: https://www.instagram.com/explore/locations/798077803/?__a=1&max_id=2015306258130885336\n",
      "<!DOCTYPE html>\n",
      "<html lang=\"en\" id=\"facebook\">\n",
      "  <head>\n",
      "    <title>Facebook | Error</title>\n",
      "    <meta charset=\"utf-8\">\n",
      "    <meta http-equiv=\"cache-control\" content=\"no-cache\">\n",
      "    <meta http-equiv=\"cache-control\" content=\"no-store\">\n",
      "    <meta http-equiv=\"cache-control\" content=\"max-age=0\">\n",
      "    <meta http-equiv=\"expires\" content=\"-1\">\n",
      "    <meta http-equiv=\"pragma\" content=\"no-cache\">\n",
      "    <meta name=\"robots\" content=\"noindex,nofollow\">\n",
      "    <style>\n",
      "      html, body {\n",
      "        color: #141823;\n",
      "        background-color: #e9eaed;\n",
      "        font-family: Helvetica, Lucida Grande, Arial,\n",
      "                     Tahoma, Verdana, sans-serif;\n",
      "        margin: 0;\n",
      "        padding: 0;\n",
      "        text-align: center;\n",
      "      }\n",
      "\n",
      "      #header {\n",
      "        height: 30px;\n",
      "        padding-bottom: 10px;\n",
      "        padding-top: 10px;\n",
      "        text-align: center;\n",
      "      }\n",
      "\n",
      "      #icon {\n",
      "        width: 30px;\n",
      "      }\n",
      "\n",
      "      h1 {\n",
      "        font-size: 18px;\n",
      "      }\n",
      "\n",
      "      p {\n",
      "        font-size: 13px;\n",
      "      }\n",
      "\n",
      "      #footer {\n",
      "        border-top: 1px solid #ddd;\n",
      "        color: #9197a3;\n",
      "        font-size: 12px;\n",
      "        padding: 5px 8px 6px 0;\n",
      "      }\n",
      "    </style>\n",
      "  </head>\n",
      "  <body>\n",
      "    <div id=\"header\">\n",
      "      <a href=\"//www.facebook.com/\">\n",
      "        <img id=\"icon\" src=\"//static.facebook.com/images/logos/facebook_2x.png\" />\n",
      "      </a>\n",
      "    </div>\n",
      "    <div id=\"core\">\n",
      "      <h1 id=\"sorry\">Sorry, something went wrong.</h1>\n",
      "      <p id=\"promise\">\n",
      "        We're working on it and we'll get it fixed as soon as we can.\n",
      "      </p>\n",
      "      <p id=\"back-link\">\n",
      "        <a id=\"back\" href=\"//www.facebook.com/\">Go Back</a>\n",
      "      </p>\n",
      "      <div id=\"footer\">\n",
      "        Facebook\n",
      "        <span id=\"copyright\">\n",
      "          &copy; 2019\n",
      "        </span>\n",
      "        <span id=\"help-link\">\n",
      "          &#183;\n",
      "          <a id=\"help\" href=\"//www.facebook.com/help/\">Help Center</a>\n",
      "        </span>\n",
      "      </div>\n",
      "    </div>\n",
      "    <script>\n",
      "      document.getElementById('back').onclick = function() {\n",
      "        if (history.length > 1) {\n",
      "          history.back();\n",
      "          return false;\n",
      "        }\n",
      "      };\n",
      "\n",
      "      // Adjust the display based on the window size\n",
      "      if (window.innerHeight < 80 || window.innerWidth < 80) {\n",
      "        // Blank if window is too small\n",
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      "                      {hashtag,location} id\n",
      "instaphyte.exe: error: unrecognized arguments: Fort\\reculvertowersandromanfort\n"
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      "                      {hashtag,location} id\n",
      "instaphyte.exe: error: unrecognized arguments: Fort\\reculvertowers\n"
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      "                      {hashtag,location} id\n",
      "instaphyte.exe: error: unrecognized arguments: Fort\\reculverfort\n"
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      "2019-05-08 00:55:18.371945 - finish reculverfort in 0:00:00.415594\n",
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      "                      [--waitDownload] [--filename FILENAME]\n",
      "                      [--filetype {csv,json,both}] [--downdir DOWNDIR]\n",
      "                      {hashtag,location} id\n",
      "instaphyte.exe: error: unrecognized arguments: Fort\\reculverromanfort\n"
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      "                      [--filetype {csv,json,both}] [--downdir DOWNDIR]\n",
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     "output_type": "stream",
     "text": [
      "usage: instaphyte.exe [-h] [--count COUNT] [--download] [--silent]\n",
      "                      [--waitDownload] [--filename FILENAME]\n",
      "                      [--filetype {csv,json,both}] [--downdir DOWNDIR]\n",
      "                      {hashtag,location} id\n",
      "instaphyte.exe: error: unrecognized arguments: Fort\\2263773\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2019-05-08 00:55:22.572638 - finish 2263773 in 0:00:00.391974\n",
      "2019-05-08 00:55:23.573330 - start rollrightstones\n",
      "500 Server Error: Internal Server Error for url: https://www.instagram.com/explore/tags/rollrightstones/?__a=1&max_id=QVFEOHU0VC00VkFObEtJZEtuYTMxdEdsUmhma3NPdktJM1pPM2FaUGhJQ1dycjUxc3lwRHVieFVYSGZ4cGxJTkdwZlVBSzJYZnhoVWE5OU1ON19idjdlRw==\n",
      "\n",
      "Retrying in 10 seconds\n",
      "New request successful\n",
      "2019-05-08 01:13:54.393981 - finish rollrightstones in 0:18:30.820651\n",
      "2019-05-08 01:13:55.394049 - start rollrightstonecircle\n",
      "2019-05-08 01:13:57.547605 - finish rollrightstonecircle in 0:00:02.153556\n",
      "2019-05-08 01:13:58.547768 - start rollrightstone\n",
      "2019-05-08 01:14:00.197046 - finish rollrightstone in 0:00:01.649278\n",
      "2019-05-08 01:14:01.197233 - start rollrightstoneslivingsculpture\n",
      "2019-05-08 01:14:02.705769 - finish rollrightstoneslivingsculpture in 0:00:01.508536\n",
      "2019-05-08 01:14:03.705977 - start 1244762\n",
      "2019-05-08 01:35:19.341730 - finish 1244762 in 0:21:15.635753\n",
      "2019-05-08 01:35:20.343324 - start 417142621986003\n",
      "2019-05-08 01:35:28.946583 - finish 417142621986003 in 0:00:08.603259\n",
      "2019-05-08 01:35:29.948998 - start 334521133983107\n",
      "2019-05-08 01:35:33.471006 - finish 334521133983107 in 0:00:03.522008\n",
      "2019-05-08 01:35:34.471190 - start ruffordabbey\n",
      "2019-05-08 02:19:28.544458 - finish ruffordabbey in 0:43:54.073268\n",
      "2019-05-08 02:19:29.544934 - start 276342562\n",
      "2019-05-08 02:51:13.447915 - finish 276342562 in 0:31:43.902981\n",
      "2019-05-08 02:51:14.448269 - start 551213450\n",
      "2019-05-08 02:51:40.491359 - finish 551213450 in 0:00:26.043090\n",
      "2019-05-08 02:51:41.491456 - start silchesterromantown\n",
      "2019-05-08 02:53:00.409481 - finish silchesterromantown in 0:01:18.918025\n",
      "2019-05-08 02:53:01.411399 - start silchesterromanwall\n",
      "2019-05-08 02:53:39.711340 - finish silchesterromanwall in 0:00:38.299941\n",
      "2019-05-08 02:53:40.712094 - start silchesterromanruins\n",
      "2019-05-08 02:53:42.381113 - finish silchesterromanruins in 0:00:01.669019\n",
      "2019-05-08 02:53:43.382315 - start silchesterromantownwall\n",
      "2019-05-08 02:53:44.795747 - finish silchesterromantownwall in 0:00:01.413432\n",
      "2019-05-08 02:53:45.795921 - start silchesterromancity\n",
      "2019-05-08 02:53:47.148228 - finish silchesterromancity in 0:00:01.352307\n",
      "2019-05-08 02:53:48.148953 - start 561901127346136\n",
      "2019-05-08 02:56:50.651269 - finish 561901127346136 in 0:03:02.502316\n",
      "2019-05-08 02:56:51.652247 - start 227717564\n",
      "2019-05-08 03:01:37.836205 - finish 227717564 in 0:04:46.183958\n",
      "2019-05-08 03:01:38.836522 - start 355932905\n",
      "2019-05-08 03:02:01.193520 - finish 355932905 in 0:00:22.356998\n",
      "2019-05-08 03:02:02.193827 - start 300283311\n",
      "2019-05-08 03:03:37.310993 - finish 300283311 in 0:01:35.117166\n",
      "2019-05-08 03:03:38.312184 - start 199719830077210\n",
      "2019-05-08 03:03:54.984246 - finish 199719830077210 in 0:00:16.672062\n",
      "2019-05-08 03:03:55.984799 - start stpaulsjarrow\n",
      "2019-05-08 03:03:57.819109 - finish stpaulsjarrow in 0:00:01.834310\n",
      "2019-05-08 03:03:58.819786 - start stpaulsmonasteryjarrow\n",
      "2019-05-08 03:04:00.235081 - finish stpaulsmonasteryjarrow in 0:00:01.415295\n",
      "2019-05-08 03:04:01.235878 - start 232678444344539\n",
      "2019-05-08 03:04:12.264941 - finish 232678444344539 in 0:00:11.029063\n",
      "2019-05-08 03:04:13.266227 - start templechurchbristol\n",
      "2019-05-08 03:04:50.014352 - finish templechurchbristol in 0:00:36.748125\n",
      "2019-05-08 03:04:51.014903 - start 252811696\n",
      "2019-05-08 03:14:01.240040 - finish 252811696 in 0:09:10.225137\n",
      "2019-05-08 03:14:02.241786 - start walltowncrags\n",
      "2019-05-08 03:15:07.123814 - finish walltowncrags in 0:01:04.882028\n",
      "2019-05-08 03:15:08.123999 - start walltowncraggs\n",
      "2019-05-08 03:15:09.768685 - finish walltowncraggs in 0:00:01.644686\n",
      "2019-05-08 03:15:10.769905 - start 704252573\n",
      "2019-05-08 03:15:30.952336 - finish 704252573 in 0:00:20.182431\n",
      "2019-05-08 03:15:31.952498 - start wolveseycastle\n",
      "2019-05-08 03:20:17.565923 - finish wolveseycastle in 0:04:45.613425\n",
      "2019-05-08 03:20:18.566633 - start 251887207\n",
      "2019-05-08 03:29:54.990879 - finish 251887207 in 0:09:36.424246\n"
     ]
    }
   ],
   "source": [
    "# Download keyfreesite images\n",
    "for _, row in keyfreesite_df.iterrows():\n",
    "    for tag in row['tags']:\n",
    "        downloaddir = os.path.join(CWD,\"keyfreesite\",row[\"EH_name\"],tag)\n",
    "        if os.path.isfile(\"{}.csv\".format(tag)): # if already scraped\n",
    "            print(\"{} skipped\".format(tag))\n",
    "            continue\n",
    "        starttime = datetime.now()\n",
    "        print(\"{} - start {}\".format(starttime,tag))\n",
    "        !instaphyte hashtag {tag} -d --downdir {downloaddir} --filetype csv --silent\n",
    "        print(\"{} - finish {} in {}\".format(datetime.now(),tag,datetime.now()-starttime))\n",
    "        time.sleep(1)\n",
    "    for loc in row['locationids']:\n",
    "        locationid = str(loc)\n",
    "        downloaddir = os.path.join(CWD,\"keyfreesite\",row[\"EH_name\"],str(locationid))\n",
    "        if os.path.isfile(\"{}.csv\".format(locationid)): # if already scraped\n",
    "            print(\"{} skipped\".format(locationid))\n",
    "            continue\n",
    "        starttime = datetime.now()\n",
    "        print(\"{} - start {}\".format(starttime,locationid))\n",
    "        !instaphyte location {locationid} -d --downdir {downloaddir} --filetype csv --silent\n",
    "        print(\"{} - finish {} in {}\".format(datetime.now(),locationid,datetime.now()-starttime))\n",
    "        time.sleep(1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Re-run with ``EH_site`` ``ReculverTowersandRoman Fort`` corrected to ``ReculverTowersandRomanFort``:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "appuldurcombehouse skipped\n",
      "appuldurcombe skipped\n",
      "305532 skipped\n",
      "belasknap skipped\n",
      "belasknapp skipped\n",
      "belasknaplongbarrow skipped\n",
      "belasknaplongbarrowgloucestershireengland skipped\n",
      "497373440775663 skipped\n",
      "228550224 skipped\n",
      "binhampriory skipped\n",
      "binhamprioryruins skipped\n",
      "binhampriorychurch skipped\n",
      "971275658 skipped\n",
      "burystedmundsabbeygarden skipped\n",
      "burystedmundsabbeygardens skipped\n",
      "burystedmundsabbey skipped\n",
      "753599368361985 skipped\n",
      "227566504401689 skipped\n",
      "275566117 skipped\n",
      "bylandabbey skipped\n",
      "272833761 skipped\n",
      "carneuny skipped\n",
      "carneunyancientvillage skipped\n",
      "castleriggstonecircle skipped\n",
      "castlerigg skipped\n",
      "castleriggstones skipped\n",
      "castleriggstonecirle skipped\n",
      "castleriggstone skipped\n",
      "228314424 skipped\n",
      "chichelecollege skipped\n",
      "528465557646315 skipped\n",
      "cirencesteramphitheatre skipped\n",
      "259607763 skipped\n",
      "491719073 skipped\n",
      "cluncastle skipped\n",
      "919722011 skipped\n",
      "hadrianswall skipped\n",
      "hadrianswallpath skipped\n",
      "798077803 skipped\n",
      "216740611 skipped\n",
      "230790869 skipped\n",
      "houghtonhouse skipped\n",
      "228878974 skipped\n",
      "longtowncastle skipped\n",
      "longtowncastlewelshborder skipped\n",
      "891711243 skipped\n",
      "maidencastle skipped\n",
      "maidencastledorset skipped\n",
      "258681449 skipped\n",
      "minsterlovellhall skipped\n",
      "minsterlovellhallruins skipped\n",
      "minsterlovellhallanddovecote skipped\n",
      "574434432737391 skipped\n",
      "258038777 skipped\n",
      "monkbrettonpriory skipped\n",
      "347442094 skipped\n",
      "norhamcastle skipped\n",
      "norhamcastleruins skipped\n",
      "268060531 skipped\n",
      "oldoswestry skipped\n",
      "oldoswestryhillfort skipped\n",
      "1010008023 skipped\n",
      "244613739798759 skipped\n",
      "2019-05-08 08:09:16.550386 - start reculvertowersandromanfort\n",
      "2019-05-08 08:09:18.846719 - finish reculvertowersandromanfort in 0:00:02.296333\n",
      "2019-05-08 08:09:19.847225 - start reculvertowers\n",
      "2019-05-08 08:37:05.359826 - finish reculvertowers in 0:27:45.512601\n",
      "2019-05-08 08:37:06.370917 - start reculverfort\n",
      "2019-05-08 08:37:11.513195 - finish reculverfort in 0:00:05.142278\n",
      "2019-05-08 08:37:12.515581 - start reculverromanfort\n",
      "2019-05-08 08:37:16.324177 - finish reculverromanfort in 0:00:03.808596\n",
      "2019-05-08 08:37:17.327353 - start 1011378132376040\n"
     ]
    }
   ],
   "source": [
    "# Download keyfreesite images\n",
    "for _, row in keyfreesite_df.iterrows():\n",
    "    for tag in row['tags']:\n",
    "        downloaddir = os.path.join(CWD,\"keyfreesite\",row[\"EH_name\"],tag)\n",
    "        if os.path.isfile(\"{}.csv\".format(tag)): # if already scraped\n",
    "            print(\"{} skipped\".format(tag))\n",
    "            continue\n",
    "        starttime = datetime.now()\n",
    "        print(\"{} - start {}\".format(starttime,tag))\n",
    "        !instaphyte hashtag {tag} -d --downdir {downloaddir} --filetype csv --silent\n",
    "        print(\"{} - finish {} in {}\".format(datetime.now(),tag,datetime.now()-starttime))\n",
    "        time.sleep(1)\n",
    "    for loc in row['locationids']:\n",
    "        locationid = str(loc)\n",
    "        downloaddir = os.path.join(CWD,\"keyfreesite\",row[\"EH_name\"],str(locationid))\n",
    "        if os.path.isfile(\"{}.csv\".format(locationid)): # if already scraped\n",
    "            print(\"{} skipped\".format(locationid))\n",
    "            continue\n",
    "        starttime = datetime.now()\n",
    "        print(\"{} - start {}\".format(starttime,locationid))\n",
    "        !instaphyte location {locationid} -d --downdir {downloaddir} --filetype csv --silent\n",
    "        print(\"{} - finish {} in {}\".format(datetime.now(),locationid,datetime.now()-starttime))\n",
    "        time.sleep(1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Re-run after spending almost 7 hours on  ``1011378132376040`` to no avail:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "skipped appuldurcombehouse\n",
      "skipped appuldurcombe\n",
      "skipped 305532\n",
      "skipped belasknap\n",
      "skipped belasknapp\n",
      "skipped belasknaplongbarrow\n",
      "skipped belasknaplongbarrowgloucestershireengland\n",
      "skipped 497373440775663\n",
      "skipped 228550224\n",
      "skipped binhampriory\n",
      "skipped binhamprioryruins\n",
      "skipped binhampriorychurch\n",
      "skipped 971275658\n",
      "skipped burystedmundsabbeygarden\n",
      "skipped burystedmundsabbeygardens\n",
      "skipped burystedmundsabbey\n",
      "skipped 753599368361985\n",
      "skipped 227566504401689\n",
      "skipped 275566117\n",
      "skipped bylandabbey\n",
      "skipped 272833761\n",
      "skipped carneuny\n",
      "skipped carneunyancientvillage\n",
      "skipped castleriggstonecircle\n",
      "skipped castlerigg\n",
      "skipped castleriggstones\n",
      "skipped castleriggstonecirle\n",
      "skipped castleriggstone\n",
      "skipped 228314424\n",
      "skipped chichelecollege\n",
      "skipped 528465557646315\n",
      "skipped cirencesteramphitheatre\n",
      "skipped 259607763\n",
      "skipped 491719073\n",
      "skipped cluncastle\n",
      "skipped 919722011\n",
      "skipped hadrianswall\n",
      "skipped hadrianswallpath\n",
      "skipped 798077803\n",
      "skipped 216740611\n",
      "skipped 230790869\n",
      "skipped houghtonhouse\n",
      "skipped 228878974\n",
      "skipped longtowncastle\n",
      "skipped longtowncastlewelshborder\n",
      "skipped 891711243\n",
      "skipped maidencastle\n",
      "skipped maidencastledorset\n",
      "skipped 258681449\n",
      "skipped minsterlovellhall\n",
      "skipped minsterlovellhallruins\n",
      "skipped minsterlovellhallanddovecote\n",
      "skipped 574434432737391\n",
      "skipped 258038777\n",
      "skipped monkbrettonpriory\n",
      "skipped 347442094\n",
      "skipped norhamcastle\n",
      "skipped norhamcastleruins\n",
      "skipped 268060531\n",
      "skipped oldoswestry\n",
      "skipped oldoswestryhillfort\n",
      "skipped 1010008023\n",
      "skipped 244613739798759\n",
      "skipped reculvertowersandromanfort\n",
      "skipped reculvertowers\n",
      "skipped reculverfort\n",
      "skipped reculverromanfort\n",
      "2019-05-08 16:32:29.191169 - start 2263773\n",
      "2019-05-08 17:17:32.857477 - finish 2263773 in 0:45:03.667305\n",
      "2019-05-08 17:17:33.870924 - start 1011378132376040\n"
     ]
    }
   ],
   "source": [
    "# Download keyfreesite images\n",
    "for _, row in keyfreesite_df.iterrows():\n",
    "    for tag in row['tags']:\n",
    "        downloaddir = os.path.join(CWD,\"keyfreesite\",row[\"EH_name\"],tag)\n",
    "        if os.path.isfile(\"{}.csv\".format(tag)): # if already scraped\n",
    "            print(\"skipped {}\".format(tag))\n",
    "            continue\n",
    "        starttime = datetime.now()\n",
    "        print(\"{} - start {}\".format(starttime,tag))\n",
    "        !instaphyte hashtag {tag} -d --downdir {downloaddir} --filetype csv --silent\n",
    "        print(\"{} - finish {} in {}\".format(datetime.now(),tag,datetime.now()-starttime))\n",
    "        time.sleep(1)\n",
    "    for loc in row['locationids']:\n",
    "        locationid = str(loc)\n",
    "        downloaddir = os.path.join(CWD,\"keyfreesite\",row[\"EH_name\"],str(locationid))\n",
    "        if os.path.isfile(\"{}.csv\".format(locationid)): # if already scraped\n",
    "            print(\"skipped {}\".format(locationid))\n",
    "            continue\n",
    "        starttime = datetime.now()\n",
    "        print(\"{} - start {}\".format(starttime,locationid))\n",
    "        !instaphyte location {locationid} -d --downdir {downloaddir} --filetype csv --silent\n",
    "        print(\"{} - finish {} in {}\".format(datetime.now(),locationid,datetime.now()-starttime))\n",
    "        time.sleep(1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Aborted for location ``1011378132376040``. Re-run for ``stalbanswall``:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "skipped appuldurcombehouse\n",
      "skipped appuldurcombe\n",
      "skipped 305532\n",
      "skipped belasknap\n",
      "skipped belasknapp\n",
      "skipped belasknaplongbarrow\n",
      "skipped belasknaplongbarrowgloucestershireengland\n",
      "skipped 497373440775663\n",
      "skipped 228550224\n",
      "skipped binhampriory\n",
      "skipped binhamprioryruins\n",
      "skipped binhampriorychurch\n",
      "skipped 971275658\n",
      "skipped burystedmundsabbeygarden\n",
      "skipped burystedmundsabbeygardens\n",
      "skipped burystedmundsabbey\n",
      "skipped 753599368361985\n",
      "skipped 227566504401689\n",
      "skipped 275566117\n",
      "skipped bylandabbey\n",
      "skipped 272833761\n",
      "skipped carneuny\n",
      "skipped carneunyancientvillage\n",
      "skipped castleriggstonecircle\n",
      "skipped castlerigg\n",
      "skipped castleriggstones\n",
      "skipped castleriggstonecirle\n",
      "skipped castleriggstone\n",
      "skipped 228314424\n",
      "skipped chichelecollege\n",
      "skipped 528465557646315\n",
      "skipped cirencesteramphitheatre\n",
      "skipped 259607763\n",
      "skipped 491719073\n",
      "skipped cluncastle\n",
      "skipped 919722011\n",
      "skipped hadrianswall\n",
      "skipped hadrianswallpath\n",
      "skipped 798077803\n",
      "skipped 216740611\n",
      "skipped 230790869\n",
      "skipped houghtonhouse\n",
      "skipped 228878974\n",
      "skipped longtowncastle\n",
      "skipped longtowncastlewelshborder\n",
      "skipped 891711243\n",
      "skipped maidencastle\n",
      "skipped maidencastledorset\n",
      "skipped 258681449\n",
      "skipped minsterlovellhall\n",
      "skipped minsterlovellhallruins\n",
      "skipped minsterlovellhallanddovecote\n",
      "skipped 574434432737391\n",
      "skipped 258038777\n",
      "skipped monkbrettonpriory\n",
      "skipped 347442094\n",
      "skipped norhamcastle\n",
      "skipped norhamcastleruins\n",
      "skipped 268060531\n",
      "skipped oldoswestry\n",
      "skipped oldoswestryhillfort\n",
      "skipped 1010008023\n",
      "skipped 244613739798759\n",
      "skipped reculvertowersandromanfort\n",
      "skipped reculvertowers\n",
      "skipped reculverfort\n",
      "skipped reculverromanfort\n",
      "skipped 2263773\n",
      "skipped 1011378132376040\n",
      "skipped rollrightstones\n",
      "skipped rollrightstonecircle\n",
      "skipped rollrightstone\n",
      "skipped rollrightstoneslivingsculpture\n",
      "skipped 1244762\n",
      "skipped 417142621986003\n",
      "2019-05-09 15:45:06.642150 - start stalbanswall\n",
      "2019-05-09 15:45:08.548347 - finish stalbanswall in 0:00:01.906197\n",
      "skipped 334521133983107\n",
      "skipped ruffordabbey\n",
      "skipped 276342562\n",
      "skipped 551213450\n",
      "skipped silchesterromantown\n",
      "skipped silchesterromanwall\n",
      "skipped silchesterromanruins\n",
      "skipped silchesterromantownwall\n",
      "skipped silchesterromancity\n",
      "skipped 561901127346136\n",
      "skipped 227717564\n",
      "skipped 355932905\n",
      "skipped 300283311\n",
      "skipped 199719830077210\n",
      "skipped stpaulsjarrow\n",
      "skipped stpaulsmonasteryjarrow\n",
      "skipped 232678444344539\n",
      "skipped templechurchbristol\n",
      "skipped 252811696\n",
      "skipped walltowncrags\n",
      "skipped walltowncraggs\n",
      "skipped 704252573\n",
      "skipped wolveseycastle\n",
      "skipped 251887207\n"
     ]
    }
   ],
   "source": [
    "# Download keyfreesite images\n",
    "for _, row in keyfreesite_df.iterrows():\n",
    "    for tag in row['tags']:\n",
    "        downloaddir = os.path.join(CWD,\"keyfreesite\",row[\"EH_name\"],tag)\n",
    "        if os.path.isfile(\"{}.csv\".format(tag)): # if already scraped\n",
    "            print(\"skipped {}\".format(tag))\n",
    "            continue\n",
    "        starttime = datetime.now()\n",
    "        print(\"{} - start {}\".format(starttime,tag))\n",
    "        !instaphyte hashtag {tag} -d --downdir {downloaddir} --filetype csv --silent\n",
    "        print(\"{} - finish {} in {}\".format(datetime.now(),tag,datetime.now()-starttime))\n",
    "        time.sleep(1)\n",
    "    for loc in row['locationids']:\n",
    "        if loc==1011378132376040:\n",
    "            print(\"skipped {}\".format(loc))\n",
    "            continue\n",
    "        locationid = str(loc)\n",
    "        downloaddir = os.path.join(CWD,\"keyfreesite\",row[\"EH_name\"],str(locationid))\n",
    "        if os.path.isfile(\"{}.csv\".format(locationid)): # if already scraped\n",
    "            print(\"skipped {}\".format(locationid))\n",
    "            continue\n",
    "        starttime = datetime.now()\n",
    "        print(\"{} - start {}\".format(starttime,locationid))\n",
    "        !instaphyte location {locationid} -d --downdir {downloaddir} --filetype csv --silent\n",
    "        print(\"{} - finish {} in {}\".format(datetime.now(),locationid,datetime.now()-starttime))\n",
    "        time.sleep(1)"
   ]
  },
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